Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 20640 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.4 MiB |
| Average record size in memory | 72.0 B |
Variable types
| Numeric | 9 |
|---|
AveRooms is highly overall correlated with MedInc | High correlation |
Latitude is highly overall correlated with Longitude | High correlation |
Longitude is highly overall correlated with Latitude | High correlation |
MedHouseVal is highly overall correlated with MedInc | High correlation |
MedInc is highly overall correlated with AveRooms and 1 other fields | High correlation |
AveRooms is highly skewed (γ1 = 20.69786896) | Skewed |
AveBedrms is highly skewed (γ1 = 31.31695625) | Skewed |
AveOccup is highly skewed (γ1 = 97.63956096) | Skewed |
Reproduction
| Analysis started | 2024-09-22 12:24:27.013793 |
|---|---|
| Analysis finished | 2024-09-22 12:24:38.391700 |
| Duration | 11.38 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
MedInc
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12928 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.870671 |
| Minimum | 0.4999 |
|---|---|
| Maximum | 15.0001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 161.4 KiB |
Quantile statistics
| Minimum | 0.4999 |
|---|---|
| 5-th percentile | 1.60057 |
| Q1 | 2.5634 |
| median | 3.5348 |
| Q3 | 4.74325 |
| 95-th percentile | 7.300305 |
| Maximum | 15.0001 |
| Range | 14.5002 |
| Interquartile range (IQR) | 2.17985 |
Descriptive statistics
| Standard deviation | 1.8998217 |
|---|---|
| Coefficient of variation (CV) | 0.4908249 |
| Kurtosis | 4.9525241 |
| Mean | 3.870671 |
| Median Absolute Deviation (MAD) | 1.0642 |
| Skewness | 1.6466567 |
| Sum | 79890.649 |
| Variance | 3.6093226 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.125 | 49 | 0.2% |
| 15.0001 | 49 | 0.2% |
| 2.875 | 46 | 0.2% |
| 2.625 | 44 | 0.2% |
| 4.125 | 44 | 0.2% |
| 3.875 | 41 | 0.2% |
| 3.375 | 38 | 0.2% |
| 3 | 38 | 0.2% |
| 4 | 37 | 0.2% |
| 3.625 | 37 | 0.2% |
| Other values (12918) | 20217 |
| Value | Count | Frequency (%) |
| 0.4999 | 12 | |
| 0.536 | 10 | |
| 0.5495 | 1 | < 0.1% |
| 0.6433 | 1 | < 0.1% |
| 0.6775 | 1 | < 0.1% |
| 0.6825 | 1 | < 0.1% |
| 0.6831 | 1 | < 0.1% |
| 0.696 | 1 | < 0.1% |
| 0.6991 | 1 | < 0.1% |
| 0.7007 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.0001 | 49 | |
| 15 | 2 | < 0.1% |
| 14.9009 | 1 | < 0.1% |
| 14.5833 | 1 | < 0.1% |
| 14.4219 | 1 | < 0.1% |
| 14.4113 | 1 | < 0.1% |
| 14.2959 | 1 | < 0.1% |
| 14.2867 | 1 | < 0.1% |
| 13.947 | 1 | < 0.1% |
| 13.8556 | 1 | < 0.1% |
HouseAge
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.639486 |
| Minimum | 1 |
|---|---|
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 161.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 18 |
| median | 29 |
| Q3 | 37 |
| 95-th percentile | 52 |
| Maximum | 52 |
| Range | 51 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 12.585558 |
|---|---|
| Coefficient of variation (CV) | 0.43944774 |
| Kurtosis | -0.80062885 |
| Mean | 28.639486 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.060330638 |
| Sum | 591119 |
| Variance | 158.39626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 52 | 1273 | 6.2% |
| 36 | 862 | 4.2% |
| 35 | 824 | 4.0% |
| 16 | 771 | 3.7% |
| 17 | 698 | 3.4% |
| 34 | 689 | 3.3% |
| 26 | 619 | 3.0% |
| 33 | 615 | 3.0% |
| 18 | 570 | 2.8% |
| 25 | 566 | 2.7% |
| Other values (42) | 13153 |
| Value | Count | Frequency (%) |
| 1 | 4 | < 0.1% |
| 2 | 58 | 0.3% |
| 3 | 62 | 0.3% |
| 4 | 191 | |
| 5 | 244 | |
| 6 | 160 | |
| 7 | 175 | |
| 8 | 206 | |
| 9 | 205 | |
| 10 | 264 |
| Value | Count | Frequency (%) |
| 52 | 1273 | |
| 51 | 48 | 0.2% |
| 50 | 136 | 0.7% |
| 49 | 134 | 0.6% |
| 48 | 177 | 0.9% |
| 47 | 198 | 1.0% |
| 46 | 245 | 1.2% |
| 45 | 294 | 1.4% |
| 44 | 356 | 1.7% |
| 43 | 353 | 1.7% |
AveRooms
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 19392 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4289997 |
| Minimum | 0.84615385 |
|---|---|
| Maximum | 141.90909 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 161.4 KiB |
Quantile statistics
| Minimum | 0.84615385 |
|---|---|
| 5-th percentile | 3.43233 |
| Q1 | 4.4407162 |
| median | 5.2291288 |
| Q3 | 6.052381 |
| 95-th percentile | 7.6402465 |
| Maximum | 141.90909 |
| Range | 141.06294 |
| Interquartile range (IQR) | 1.6116647 |
Descriptive statistics
| Standard deviation | 2.4741731 |
|---|---|
| Coefficient of variation (CV) | 0.45573278 |
| Kurtosis | 879.35326 |
| Mean | 5.4289997 |
| Median Absolute Deviation (MAD) | 0.80292061 |
| Skewness | 20.697869 |
| Sum | 112054.55 |
| Variance | 6.1215327 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 27 | 0.1% |
| 4.5 | 22 | 0.1% |
| 4 | 21 | 0.1% |
| 6 | 20 | 0.1% |
| 5.333333333 | 13 | 0.1% |
| 5.5 | 11 | 0.1% |
| 4.666666667 | 9 | < 0.1% |
| 5.666666667 | 8 | < 0.1% |
| 3 | 8 | < 0.1% |
| 7 | 7 | < 0.1% |
| Other values (19382) | 20494 |
| Value | Count | Frequency (%) |
| 0.8461538462 | 1 | |
| 0.8888888889 | 1 | |
| 1 | 1 | |
| 1.130434783 | 2 | |
| 1.260869565 | 1 | |
| 1.378486056 | 1 | |
| 1.411290323 | 1 | |
| 1.465753425 | 1 | |
| 1.550408719 | 1 | |
| 1.553030303 | 1 |
| Value | Count | Frequency (%) |
| 141.9090909 | 1 | |
| 132.5333333 | 1 | |
| 62.42222222 | 1 | |
| 61.8125 | 1 | |
| 59.875 | 1 | |
| 56.26923077 | 1 | |
| 52.84821429 | 1 | |
| 52.69047619 | 1 | |
| 50.83783784 | 1 | |
| 47.51515152 | 1 |
AveBedrms
Real number (ℝ)
SKEWED 
| Distinct | 14233 |
|---|---|
| Distinct (%) | 69.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0966751 |
| Minimum | 0.33333333 |
|---|---|
| Maximum | 34.066667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 161.4 KiB |
Quantile statistics
| Minimum | 0.33333333 |
|---|---|
| 5-th percentile | 0.93910878 |
| Q1 | 1.006079 |
| median | 1.0487805 |
| Q3 | 1.0995261 |
| 95-th percentile | 1.2730057 |
| Maximum | 34.066667 |
| Range | 33.733333 |
| Interquartile range (IQR) | 0.09344702 |
Descriptive statistics
| Standard deviation | 0.47391086 |
|---|---|
| Coefficient of variation (CV) | 0.43213422 |
| Kurtosis | 1636.712 |
| Mean | 1.0966751 |
| Median Absolute Deviation (MAD) | 0.046086874 |
| Skewness | 31.316956 |
| Sum | 22635.375 |
| Variance | 0.2245915 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 288 | 1.4% |
| 1.125 | 29 | 0.1% |
| 1.058823529 | 26 | 0.1% |
| 1.1 | 25 | 0.1% |
| 1.083333333 | 25 | 0.1% |
| 1.052631579 | 23 | 0.1% |
| 1.05 | 21 | 0.1% |
| 1.090909091 | 21 | 0.1% |
| 1.055555556 | 20 | 0.1% |
| 1.076923077 | 18 | 0.1% |
| Other values (14223) | 20144 |
| Value | Count | Frequency (%) |
| 0.3333333333 | 1 | < 0.1% |
| 0.375 | 1 | < 0.1% |
| 0.4444444444 | 1 | < 0.1% |
| 0.5 | 3 | |
| 0.5263157895 | 1 | < 0.1% |
| 0.53125 | 1 | < 0.1% |
| 0.5454545455 | 1 | < 0.1% |
| 0.5555555556 | 1 | < 0.1% |
| 0.5625 | 2 | |
| 0.5714285714 | 2 |
| Value | Count | Frequency (%) |
| 34.06666667 | 1 | |
| 25.63636364 | 1 | |
| 15.3125 | 1 | |
| 14.11111111 | 1 | |
| 11.41071429 | 1 | |
| 11.18181818 | 1 | |
| 11 | 1 | |
| 10.27027027 | 1 | |
| 10.15384615 | 1 | |
| 9.703703704 | 1 |
Population
Real number (ℝ)
| Distinct | 3888 |
|---|---|
| Distinct (%) | 18.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1425.4767 |
| Minimum | 3 |
|---|---|
| Maximum | 35682 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 161.4 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 348 |
| Q1 | 787 |
| median | 1166 |
| Q3 | 1725 |
| 95-th percentile | 3288 |
| Maximum | 35682 |
| Range | 35679 |
| Interquartile range (IQR) | 938 |
Descriptive statistics
| Standard deviation | 1132.4621 |
|---|---|
| Coefficient of variation (CV) | 0.79444447 |
| Kurtosis | 73.553116 |
| Mean | 1425.4767 |
| Median Absolute Deviation (MAD) | 440 |
| Skewness | 4.9358582 |
| Sum | 29421840 |
| Variance | 1282470.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 891 | 25 | 0.1% |
| 761 | 24 | 0.1% |
| 1227 | 24 | 0.1% |
| 1052 | 24 | 0.1% |
| 850 | 24 | 0.1% |
| 825 | 23 | 0.1% |
| 782 | 22 | 0.1% |
| 999 | 22 | 0.1% |
| 1005 | 22 | 0.1% |
| 753 | 21 | 0.1% |
| Other values (3878) | 20409 |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 4 | |
| 9 | 2 | |
| 11 | 1 | < 0.1% |
| 13 | 4 | |
| 14 | 3 | |
| 15 | 2 | |
| 17 | 2 |
| Value | Count | Frequency (%) |
| 35682 | 1 | |
| 28566 | 1 | |
| 16305 | 1 | |
| 16122 | 1 | |
| 15507 | 1 | |
| 15037 | 1 | |
| 13251 | 1 | |
| 12873 | 1 | |
| 12427 | 1 | |
| 12203 | 1 |
AveOccup
Real number (ℝ)
SKEWED 
| Distinct | 18841 |
|---|---|
| Distinct (%) | 91.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0706552 |
| Minimum | 0.69230769 |
|---|---|
| Maximum | 1243.3333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 161.4 KiB |
Quantile statistics
| Minimum | 0.69230769 |
|---|---|
| 5-th percentile | 1.8725448 |
| Q1 | 2.4297411 |
| median | 2.8181157 |
| Q3 | 3.2822609 |
| 95-th percentile | 4.3334167 |
| Maximum | 1243.3333 |
| Range | 1242.641 |
| Interquartile range (IQR) | 0.85251978 |
Descriptive statistics
| Standard deviation | 10.38605 |
|---|---|
| Coefficient of variation (CV) | 3.3823562 |
| Kurtosis | 10651.011 |
| Mean | 3.0706552 |
| Median Absolute Deviation (MAD) | 0.41952559 |
| Skewness | 97.639561 |
| Sum | 63378.322 |
| Variance | 107.87003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 35 | 0.2% |
| 2 | 18 | 0.1% |
| 2.5 | 17 | 0.1% |
| 2.666666667 | 16 | 0.1% |
| 2.333333333 | 13 | 0.1% |
| 2.6 | 12 | 0.1% |
| 3.2 | 11 | 0.1% |
| 2.555555556 | 10 | < 0.1% |
| 4 | 9 | < 0.1% |
| 2.764705882 | 9 | < 0.1% |
| Other values (18831) | 20490 |
| Value | Count | Frequency (%) |
| 0.6923076923 | 1 | |
| 0.75 | 1 | |
| 0.9705882353 | 1 | |
| 1.060606061 | 1 | |
| 1.066176471 | 1 | |
| 1.089267803 | 1 | |
| 1.089285714 | 1 | |
| 1.161290323 | 1 | |
| 1.169329073 | 1 | |
| 1.215873016 | 1 |
| Value | Count | Frequency (%) |
| 1243.333333 | 1 | |
| 599.7142857 | 1 | |
| 502.4615385 | 1 | |
| 230.1724138 | 1 | |
| 83.17142857 | 1 | |
| 63.75 | 1 | |
| 51.4 | 1 | |
| 41.21428571 | 1 | |
| 33.95294118 | 1 | |
| 21.33333333 | 1 |
Latitude
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 862 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.631861 |
| Minimum | 32.54 |
|---|---|
| Maximum | 41.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 161.4 KiB |
Quantile statistics
| Minimum | 32.54 |
|---|---|
| 5-th percentile | 32.82 |
| Q1 | 33.93 |
| median | 34.26 |
| Q3 | 37.71 |
| 95-th percentile | 38.96 |
| Maximum | 41.95 |
| Range | 9.41 |
| Interquartile range (IQR) | 3.78 |
Descriptive statistics
| Standard deviation | 2.1359524 |
|---|---|
| Coefficient of variation (CV) | 0.059945013 |
| Kurtosis | -1.1177598 |
| Mean | 35.631861 |
| Median Absolute Deviation (MAD) | 1.23 |
| Skewness | 0.465953 |
| Sum | 735441.62 |
| Variance | 4.5622926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34.06 | 244 | 1.2% |
| 34.05 | 236 | 1.1% |
| 34.08 | 234 | 1.1% |
| 34.07 | 231 | 1.1% |
| 34.04 | 221 | 1.1% |
| 34.09 | 212 | 1.0% |
| 34.02 | 208 | 1.0% |
| 34.1 | 203 | 1.0% |
| 34.03 | 193 | 0.9% |
| 33.93 | 181 | 0.9% |
| Other values (852) | 18477 |
| Value | Count | Frequency (%) |
| 32.54 | 1 | < 0.1% |
| 32.55 | 3 | < 0.1% |
| 32.56 | 10 | < 0.1% |
| 32.57 | 18 | |
| 32.58 | 26 | |
| 32.59 | 11 | |
| 32.6 | 9 | < 0.1% |
| 32.61 | 14 | |
| 32.62 | 13 | |
| 32.63 | 18 |
| Value | Count | Frequency (%) |
| 41.95 | 2 | |
| 41.92 | 1 | < 0.1% |
| 41.88 | 1 | < 0.1% |
| 41.86 | 3 | |
| 41.84 | 1 | < 0.1% |
| 41.82 | 1 | < 0.1% |
| 41.81 | 2 | |
| 41.8 | 3 | |
| 41.79 | 1 | < 0.1% |
| 41.78 | 3 |
Longitude
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 844 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -119.5697 |
| Minimum | -124.35 |
|---|---|
| Maximum | -114.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 20640 |
| Negative (%) | 100.0% |
| Memory size | 161.4 KiB |
Quantile statistics
| Minimum | -124.35 |
|---|---|
| 5-th percentile | -122.47 |
| Q1 | -121.8 |
| median | -118.49 |
| Q3 | -118.01 |
| 95-th percentile | -117.08 |
| Maximum | -114.31 |
| Range | 10.04 |
| Interquartile range (IQR) | 3.79 |
Descriptive statistics
| Standard deviation | 2.0035317 |
|---|---|
| Coefficient of variation (CV) | -0.016756182 |
| Kurtosis | -1.3301524 |
| Mean | -119.5697 |
| Median Absolute Deviation (MAD) | 1.28 |
| Skewness | -0.29780121 |
| Sum | -2467918.7 |
| Variance | 4.0141394 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -118.31 | 162 | 0.8% |
| -118.3 | 160 | 0.8% |
| -118.29 | 148 | 0.7% |
| -118.27 | 144 | 0.7% |
| -118.32 | 142 | 0.7% |
| -118.28 | 141 | 0.7% |
| -118.35 | 140 | 0.7% |
| -118.36 | 138 | 0.7% |
| -118.19 | 135 | 0.7% |
| -118.37 | 128 | 0.6% |
| Other values (834) | 19202 |
| Value | Count | Frequency (%) |
| -124.35 | 1 | < 0.1% |
| -124.3 | 2 | < 0.1% |
| -124.27 | 1 | < 0.1% |
| -124.26 | 1 | < 0.1% |
| -124.25 | 1 | < 0.1% |
| -124.23 | 3 | |
| -124.22 | 1 | < 0.1% |
| -124.21 | 3 | |
| -124.19 | 4 | |
| -124.18 | 6 |
| Value | Count | Frequency (%) |
| -114.31 | 1 | < 0.1% |
| -114.47 | 1 | < 0.1% |
| -114.49 | 1 | < 0.1% |
| -114.55 | 1 | < 0.1% |
| -114.56 | 1 | < 0.1% |
| -114.57 | 3 | |
| -114.58 | 2 | |
| -114.59 | 2 | |
| -114.6 | 3 | |
| -114.61 | 3 |
MedHouseVal
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 3842 |
|---|---|
| Distinct (%) | 18.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0685582 |
| Minimum | 0.14999 |
|---|---|
| Maximum | 5.00001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 161.4 KiB |
Quantile statistics
| Minimum | 0.14999 |
|---|---|
| 5-th percentile | 0.662 |
| Q1 | 1.196 |
| median | 1.797 |
| Q3 | 2.64725 |
| 95-th percentile | 4.8981 |
| Maximum | 5.00001 |
| Range | 4.85002 |
| Interquartile range (IQR) | 1.45125 |
Descriptive statistics
| Standard deviation | 1.1539562 |
|---|---|
| Coefficient of variation (CV) | 0.55785531 |
| Kurtosis | 0.32787024 |
| Mean | 2.0685582 |
| Median Absolute Deviation (MAD) | 0.684 |
| Skewness | 0.97776327 |
| Sum | 42695.041 |
| Variance | 1.3316148 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.00001 | 965 | 4.7% |
| 1.375 | 122 | 0.6% |
| 1.625 | 117 | 0.6% |
| 1.125 | 103 | 0.5% |
| 1.875 | 93 | 0.5% |
| 2.25 | 92 | 0.4% |
| 3.5 | 79 | 0.4% |
| 0.875 | 78 | 0.4% |
| 2.75 | 65 | 0.3% |
| 1.5 | 64 | 0.3% |
| Other values (3832) | 18862 |
| Value | Count | Frequency (%) |
| 0.14999 | 4 | |
| 0.175 | 1 | < 0.1% |
| 0.225 | 4 | |
| 0.25 | 1 | < 0.1% |
| 0.266 | 1 | < 0.1% |
| 0.269 | 1 | < 0.1% |
| 0.275 | 1 | < 0.1% |
| 0.283 | 1 | < 0.1% |
| 0.3 | 2 | |
| 0.325 | 4 |
| Value | Count | Frequency (%) |
| 5.00001 | 965 | |
| 5 | 27 | 0.1% |
| 4.991 | 1 | < 0.1% |
| 4.99 | 1 | < 0.1% |
| 4.988 | 1 | < 0.1% |
| 4.987 | 1 | < 0.1% |
| 4.986 | 1 | < 0.1% |
| 4.984 | 1 | < 0.1% |
| 4.976 | 1 | < 0.1% |
| 4.974 | 1 | < 0.1% |
| AveBedrms | AveOccup | AveRooms | HouseAge | Latitude | Longitude | MedHouseVal | MedInc | Population | |
|---|---|---|---|---|---|---|---|---|---|
| AveBedrms | 1.000 | -0.132 | 0.082 | -0.121 | 0.047 | 0.011 | -0.125 | -0.252 | 0.027 |
| AveOccup | -0.132 | 1.000 | 0.019 | -0.025 | -0.151 | 0.181 | -0.257 | -0.044 | 0.242 |
| AveRooms | 0.082 | 0.019 | 1.000 | -0.231 | 0.127 | -0.045 | 0.263 | 0.644 | -0.105 |
| HouseAge | -0.121 | -0.025 | -0.231 | 1.000 | 0.032 | -0.151 | 0.075 | -0.147 | -0.284 |
| Latitude | 0.047 | -0.151 | 0.127 | 0.032 | 1.000 | -0.879 | -0.166 | -0.088 | -0.124 |
| Longitude | 0.011 | 0.181 | -0.045 | -0.151 | -0.879 | 1.000 | -0.070 | -0.010 | 0.124 |
| MedHouseVal | -0.125 | -0.257 | 0.263 | 0.075 | -0.166 | -0.070 | 1.000 | 0.677 | 0.004 |
| MedInc | -0.252 | -0.044 | 0.644 | -0.147 | -0.088 | -0.010 | 0.677 | 1.000 | 0.006 |
| Population | 0.027 | 0.242 | -0.105 | -0.284 | -0.124 | 0.124 | 0.004 | 0.006 | 1.000 |
| MedInc | HouseAge | AveRooms | AveBedrms | Population | AveOccup | Latitude | Longitude | MedHouseVal | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 8.3252 | 41.0 | 6.984127 | 1.023810 | 322.0 | 2.555556 | 37.88 | -122.23 | 4.526 |
| 1 | 8.3014 | 21.0 | 6.238137 | 0.971880 | 2401.0 | 2.109842 | 37.86 | -122.22 | 3.585 |
| 2 | 7.2574 | 52.0 | 8.288136 | 1.073446 | 496.0 | 2.802260 | 37.85 | -122.24 | 3.521 |
| 3 | 5.6431 | 52.0 | 5.817352 | 1.073059 | 558.0 | 2.547945 | 37.85 | -122.25 | 3.413 |
| 4 | 3.8462 | 52.0 | 6.281853 | 1.081081 | 565.0 | 2.181467 | 37.85 | -122.25 | 3.422 |
| 5 | 4.0368 | 52.0 | 4.761658 | 1.103627 | 413.0 | 2.139896 | 37.85 | -122.25 | 2.697 |
| 6 | 3.6591 | 52.0 | 4.931907 | 0.951362 | 1094.0 | 2.128405 | 37.84 | -122.25 | 2.992 |
| 7 | 3.1200 | 52.0 | 4.797527 | 1.061824 | 1157.0 | 1.788253 | 37.84 | -122.25 | 2.414 |
| 8 | 2.0804 | 42.0 | 4.294118 | 1.117647 | 1206.0 | 2.026891 | 37.84 | -122.26 | 2.267 |
| 9 | 3.6912 | 52.0 | 4.970588 | 0.990196 | 1551.0 | 2.172269 | 37.84 | -122.25 | 2.611 |
| MedInc | HouseAge | AveRooms | AveBedrms | Population | AveOccup | Latitude | Longitude | MedHouseVal | |
|---|---|---|---|---|---|---|---|---|---|
| 20630 | 3.5673 | 11.0 | 5.932584 | 1.134831 | 1257.0 | 2.824719 | 39.29 | -121.32 | 1.120 |
| 20631 | 3.5179 | 15.0 | 6.145833 | 1.141204 | 1200.0 | 2.777778 | 39.33 | -121.40 | 1.072 |
| 20632 | 3.1250 | 15.0 | 6.023377 | 1.080519 | 1047.0 | 2.719481 | 39.26 | -121.45 | 1.156 |
| 20633 | 2.5495 | 27.0 | 5.445026 | 1.078534 | 1082.0 | 2.832461 | 39.19 | -121.53 | 0.983 |
| 20634 | 3.7125 | 28.0 | 6.779070 | 1.148256 | 1041.0 | 3.026163 | 39.27 | -121.56 | 1.168 |
| 20635 | 1.5603 | 25.0 | 5.045455 | 1.133333 | 845.0 | 2.560606 | 39.48 | -121.09 | 0.781 |
| 20636 | 2.5568 | 18.0 | 6.114035 | 1.315789 | 356.0 | 3.122807 | 39.49 | -121.21 | 0.771 |
| 20637 | 1.7000 | 17.0 | 5.205543 | 1.120092 | 1007.0 | 2.325635 | 39.43 | -121.22 | 0.923 |
| 20638 | 1.8672 | 18.0 | 5.329513 | 1.171920 | 741.0 | 2.123209 | 39.43 | -121.32 | 0.847 |
| 20639 | 2.3886 | 16.0 | 5.254717 | 1.162264 | 1387.0 | 2.616981 | 39.37 | -121.24 | 0.894 |